DoRA

Hugging Face's PEFT library challenges the dominance of LoRA in parameter-efficient fine-tuning, revealing that while LoRA accounts for over 98% of PEFT usage on the Hugging Face Hub, alternative meth…

Guide for fine-tuning NVIDIA's Cosmos Predict 2.5 world model using LoRA and DoRA techniques to generate synthetic robot manipulation videos. The approach freezes the base model's 2 billion parameters…